Bu rapor, Hacettepe Üniversitesi Eğitim Bilimleri Enstitüsü tarafından 2023 yılında hazırlanmıştır. Elinizdeki bu raporun temel amacı, 2015-2023 yılları arasında üniversitemize lisansüstü eğitim amacıyla katılan öğrencilerin profilini ortaya koymaktır. Rapor, dijital veri tabanından elde edilen yaklaşık 13825 kişinin verinin analizi ile oluşturulmuştur.
Enstitümüze lisansüstü eğitim için başvuran öğrencilerin %99,29’u Türkiye Cumhuriyeti vatandaşıdır. Oldukça küçük bir kısmı, Azerbaycan, İran, Türkmenistan, Almanya ve Kuzey Kıbrıs Türk Cumhuriyeti vatandaşıdır. Enstitümüze en fazla başvuruda bulunan 10 ülkenin görselleştirilmesi Şekil 1’de yer almaktadır.
Şekil 1. Aday Öğrenci Uyruk Dağılımı
Enstitüye başvuran 13825 aday öğrencinin 3537 kesin kayıt hakkı, 753 yedek kayıt hakkı kazanmıştır.
Şekil 2. Kayıt Hakkı Kazanan
Öğrencilerin Kayıt Durumu
Kesin kayıt hakkı kazanan öğrencilerin %62’si yedek kayıt hakkı kazanan öğrencilerin ise %5.3’ü kayıt yaptırmıştır.
Öğrencilerin %74.5’i kadın, %25.5’i erkektir.
Öğrencilerin %45,1’i yüksek lisans , %25,9’u doktora ,%14,6’sı tezsiz yüksek lisans, ,%13,7’si uzaktan tezsiz yüksek lisans ve %0,76’sı bütünleşik doktora programındadır.
Öğrencilerin 100’den fazla farklı değişik üniversiteden mezun oldukları bulunmuştur. Öğrencilerin %50,4’ü Hacettepe Üniversitesinin değişik bölümlerinden mezun olduğu, bu üniversiteyi sırasıyla Orta Doğu Teknik Üniversitesi, Gazi Üniversitesi, Anadolu Üniversitesi, Ankara Üniversitesi, Başkent Üniversitesi ve Dokuz Eylül Üniversitesi’nin izlediği tespit edilmiştir.
Öğrencilerin ortalama mezuniyet derecesi, ortalama ALES puanları ve ortalama dil puanları sırasıyla, 76,08 (3,2/4 puan sistemi), 81,27 ve 75,59 olarak hesaplanmıştır.
Öğrenciler başvurları sırasından YDS, E-YDS,YOKDIL, KPDS, TOEFL ve IELTS olmak üzere farklı sınav puanlarını kullanmışlardır. En sık kullanılan üç puan türü sırası YOKDIL, YDS ve E-YDS’dir.
Kayıtlı_ALES <- Kayıtlı %>% mutate(ALES_Puan = as.numeric(ALES_Puan))%>%
filter((ALES_Puan<= 100 & ALES_Puan > 0 ) )
Kayıtlı_ALES %>% group_by(YIL) %>% summarize(ALES=mean(ALES_Puan,na.rm=TRUE))
## # A tibble: 9 × 2
## YIL ALES
## <chr> <dbl>
## 1 2014-2015 78.3
## 2 2015-2016 77.7
## 3 2016-2017 75.0
## 4 2017-2018 77.5
## 5 2018-2019 77.8
## 6 2019-2020 77.7
## 7 2020-2021 79.9
## 8 2021-2022 79.5
## 9 2022-2023 78.9
Kayıtlı_Transkript <- Kayıtlı %>% mutate(Transkript_Puan = as.numeric(Transkript_Puan))%>%
filter(Transkript_Puan>=4)
Kayıtlı_Transkript %>% group_by(YIL) %>% summarize(Transkript= mean(Transkript_Puan,na.rm=TRUE))
## # A tibble: 9 × 2
## YIL Transkript
## <chr> <dbl>
## 1 2014-2015 75.8
## 2 2015-2016 81.6
## 3 2016-2017 81.7
## 4 2017-2018 83.4
## 5 2018-2019 82.8
## 6 2019-2020 83.7
## 7 2020-2021 84.6
## 8 2021-2022 84.0
## 9 2022-2023 84.7
Kayıtlı_DIL <- Kayıtlı %>%
filter( Dil_Tur %in% c("YOKDIL", "YDS" , "EYDS"))%>%
mutate(Dil_Puan = as.numeric(Dil_Puan))
## Warning in mask$eval_all_mutate(quo): NAs introduced by coercion
Kayıtlı_DIL$Dil_Puan
## [1] 62.50 67.50 62.50 60.00 72.50 75.00 61.25 88.75 80.00 91.25
## [11] 71.25 0.00 0.00 0.00 0.00 63.75 72.50 71.25 78.75 68.75
## [21] 70.00 78.75 58.75 0.00 18.75 0.00 0.00 0.00 71.25 90.00
## [31] 65.00 83.75 91.25 66.25 71.25 86.25 68.75 61.25 70.00 61.25
## [41] 51.25 50.00 53.75 50.00 85.00 55.00 62.50 76.25 63.75 63.75
## [51] 73.75 75.00 77.50 82.50 75.00 88.75 80.00 60.00 78.75 61.25
## [61] 78.75 77.50 87.50 61.25 66.25 62.50 57.50 57.50 63.75 96.25
## [71] 63.75 62.50 66.25 77.50 62.50 80.00 67.50 90.00 76.25 76.25
## [81] 65.00 97.50 75.00 91.25 63.75 73.75 62.50 95.00 88.75 72.50
## [91] 88.75 86.25 63.75 65.00 60.00 32.50 38.75 83.75 60.00 87.50
## [101] 72.50 82.50 72.50 63.75 65.00 68.75 80.00 87.50 62.50 76.25
## [111] 73.75 66.25 68.75 82.50 68.75 90.00 77.50 66.25 68.75 52.50
## [121] 51.25 60.00 65.00 66.25 81.25 71.25 60.00 57.50 58.75 67.50
## [131] 78.75 67.50 76.25 62.50 80.00 61.25 67.50 66.25 72.50 83.75
## [141] 71.25 57.50 72.50 98.75 61.25 62.50 70.00 83.75 61.25 92.50
## [151] 71.25 92.50 78.75 73.75 63.75 65.00 65.00 91.25 70.00 87.50
## [161] 72.50 72.50 66.25 62.50 61.25 55.00 50.00 76.25 68.75 80.00
## [171] 85.00 71.25 63.75 78.75 60.00 73.75 55.00 51.25 57.50 60.00
## [181] 77.50 51.25 60.00 63.75 70.00 56.25 56.25 67.50 73.75 81.25
## [191] 61.25 83.75 65.00 68.75 68.75 84.00 68.75 70.00 61.25 60.00
## [201] 83.75 86.25 91.25 88.75 63.75 65.00 77.50 82.50 88.75 70.00
## [211] 77.50 63.75 71.25 67.50 72.50 88.75 78.75 58.75 71.25 87.50
## [221] 58.75 80.00 66.25 50.00 53.75 60.00 63.75 62.50 76.25 76.25
## [231] 58.75 77.50 63.75 51.25 57.50 70.00 75.00 67.50 75.00 66.25
## [241] 87.50 77.50 90.00 87.50 50.00 57.50 71.25 77.50 65.00 98.75
## [251] 91.25 96.25 77.50 65.00 70.00 87.50 53.75 51.25 60.00 72.50
## [261] 78.75 70.00 61.25 63.75 72.50 85.00 56.25 70.00 60.00 73.75
## [271] 88.75 75.00 80.00 65.00 62.50 88.75 72.50 75.00 71.25 80.00
## [281] 95.00 66.25 66.25 73.75 77.50 65.00 70.00 87.50 53.75 51.25
## [291] 60.00 72.50 78.75 70.00 61.25 63.75 72.50 85.00 56.25 70.00
## [301] 60.00 73.75 88.75 75.00 80.00 65.00 62.50 88.75 72.50 75.00
## [311] 71.25 80.00 95.00 66.25 66.25 73.75 73.75 61.25 90.00 70.00
## [321] 87.50 55.00 87.50 51.25 68.75 68.75 80.00 67.50 62.50 62.50
## [331] 67.50 50.00 51.25 65.00 67.50 72.00 65.00 56.25 55.00 62.50
## [341] 92.50 80.00 90.00 78.75 77.50 65.00 87.50 73.75 63.75 77.50
## [351] 62.50 57.50 22.50 22.50 0.00 0.00 81.25 67.50 86.25 91.25
## [361] 0.00 67.50 95.00 37.50 42.50 95.00 53.75 76.25 93.75 95.00
## [371] 0.00 61.25 33.75 0.00 90.00 80.00 80.00 90.00 25.00 66.25
## [381] 78.75 27.50 67.50 76.25 88.75 91.25 53.75 25.00 62.50 60.00
## [391] 23.75 61.25 78.75 26.25 51.25 40.00 43.75 32.50 55.00 51.25
## [401] 61.25 70.00 33.75 33.75 17.50 23.75 88.75 20.00 22.50 45.00
## [411] 0.00 66.25 35.00 60.00 37.50 70.00 45.00 28.75 35.00 48.75
## [421] 26.25 23.75 60.00 15.00 95.00 61.25 82.50 76.25 71.25 90.00
## [431] 95.00 0.00 90.00 91.25 95.00 87.50 88.75 81.25 94.00 93.75
## [441] 90.00 95.00 95.00 92.50 90.00 96.25 90.00 87.50 0.00 91.25
## [451] 68.75 81.25 80.00 68.75 60.00 63.75 80.00 78.75 66.25 96.25
## [461] 95.00 75.00 65.00 78.75 88.75 97.50 63.75 87.50 91.25 90.00
## [471] 81.25 91.25 65.00 90.00 66.25 91.25 90.00 72.50 71.25 81.25
## [481] 97.50 63.75 68.75 73.75 86.25 98.75 91.25 83.75 75.00 87.50
## [491] 68.75 96.25 27.50 80.00 70.00 85.00 62.50 61.25 76.25 60.00
## [501] 70.00 95.00 91.25 76.25 25.00 25.00 91.25 91.25 60.00 81.25
## [511] 73.75 37.50 42.50 57.50 66.25 63.75 65.00 81.25 70.00 62.50
## [521] 57.50 78.75 61.25 78.75 57.50 73.75 92.50 60.00 77.50 83.75
## [531] 76.25 61.25 60.00 91.25 70.00 62.50 95.00 53.75 62.50 57.50
## [541] 53.75 65.00 50.00 95.00 87.50 85.00 80.00 90.00 97.50 98.75
## [551] 96.25 97.50 92.50 96.25 98.75 90.00 96.25 87.50 92.50 95.00
## [561] 92.50 87.50 93.75 95.00 96.25 97.50 92.50 93.75 92.50 88.75
## [571] 67.50 82.50 72.50 97.50 70.00 73.75 93.75 61.25 92.50 96.25
## [581] 62.50 75.00 91.25 75.00 97.50 75.00 57.50 18.75 11.25 95.00
## [591] 82.50 92.50 83.75 80.00 85.00 92.50 91.25 82.50 60.00 95.00
## [601] 67.50 73.75 92.50 77.50 63.75 63.75 95.00 61.25 96.25 81.25
## [611] 71.25 63.75 75.00 90.00 97.50 63.75 61.25 61.25 81.25 85.00
## [621] 90.00 81.25 88.75 98.75 96.25 77.50 80.00 88.75 80.00 82.50
## [631] 68.75 82.50 60.00 63.75 47.50 43.75 81.25 31.25 67.50 53.75
## [641] 61.25 17.50 93.75 68.75 92.50 76.25 71.25 71.25 66.25 63.75
## [651] 98.75 62.50 35.00 28.75 32.50 6.25 91.25 78.75 61.25 71.25
## [661] 60.00 65.00 81.25 61.25 60.00 62.50 67.50 70.00 66.25 65.00
## [671] 72.50 66.25 60.00 61.25 62.50 80.00 72.50 65.00 67.50 60.00
## [681] 28.75 53.75 52.50 50.00 100.00 97.50 95.00 97.50 98.75 96.25
## [691] 100.00 93.75 93.75 93.75 91.25 92.50 92.50 88.75 95.00 92.50
## [701] 97.50 91.25 91.25 86.25 90.00 91.25 70.00 80.00 62.50 61.25
## [711] 60.00 85.00 72.50 70.00 61.25 62.50 70.00 61.25 63.75 65.00
## [721] 72.50 75.00 71.25 70.00 68.75 95.00 70.00 82.50 73.75 73.75
## [731] 67.50 72.50 70.00 77.50 80.00 70.00 60.00 96.25 71.25 100.00
## [741] 70.00 73.75 73.75 71.25 71.25 87.50 65.00 60.00 97.50 82.50
## [751] 71.25 72.50 78.75 95.00 100.00 91.25 77.50 77.50 95.00 92.50
## [761] 82.50 75.00 77.50 61.25 81.25 92.50 76.25 68.75 61.25 81.25
## [771] 62.50 62.50 70.00 83.75 65.00 70.00 83.75 13.75 50.00 61.25
## [781] 45.00 73.75 23.75 21.25 66.25 71.25 83.75 82.50 65.00 72.50
## [791] 73.75 80.00 63.75 73.75 46.25 20.00 21.25 73.75 65.00 83.75
## [801] 80.00 60.00 67.50 67.50 68.75 81.25 67.50 61.25 68.75 62.50
## [811] 82.50 60.00 60.00 63.75 62.50 67.50 68.75 81.25 75.00 63.75
## [821] 73.75 71.25 57.50 51.25 60.00 57.50 75.00 53.75 75.00 55.00
## [831] 76.25 52.50 81.25 81.25 66.25 50.00 53.75 67.50 50.00 60.00
## [841] 56.25 56.25 55.00 65.00 51.25 86.25 57.50 72.50 70.00 71.25
## [851] 78.75 65.00 75.00 78.75 60.00 71.25 73.75 76.25 85.00 95.00
## [861] 87.50 71.25 76.25 77.50 95.00 63.75 63.75 62.50 62.50 72.50
## [871] 58.75 68.75 50.00 52.50 76.25 51.25 50.00 71.25 88.75 96.25
## [881] 97.50 97.50 96.25 95.00 95.00 97.50 93.75 91.25 96.25 90.00
## [891] 96.25 88.75 76.25 67.50 63.75 66.25 81.25 73.75 72.50 76.25
## [901] 81.25 70.00 93.75 78.75 66.25 83.75 91.25 77.50 97.50 95.00
## [911] 95.00 63.75 61.25 62.50 70.00 75.00 88.75 88.75 96.25 60.00
## [921] 98.75 92.50 61.25 65.00 92.50 68.75 93.75 72.50 82.50 77.50
## [931] 72.50 82.50 76.25 92.50 82.50 90.00 85.00 77.50 95.00 67.50
## [941] 92.50 62.50 90.00 61.25 97.50 85.00 97.50 80.00 82.50 73.75
## [951] 77.50 66.25 82.50 87.50 86.25 61.25 93.75 73.75 87.50 72.50
## [961] 73.75 95.00 66.25 78.75 81.25 82.50 47.50 20.00 17.50 57.50
## [971] 66.25 68.75 66.25 56.25 55.00 67.50 62.50 50.00 75.00 87.50
## [981] 53.75 23.75 28.75 46.25 86.25 17.50 46.25 42.50 93.75 62.50
## [991] 36.25 47.50 75.00 81.25 70.00 88.75 66.25 88.75 76.25 82.50
## [1001] 62.50 82.50 67.50 83.75 78.75 83.75 90.00 62.50 88.75 80.00
## [1011] 90.00 73.75 65.00 67.50 87.50 70.00 65.00 88.75 68.75 56.25
## [1021] 83.75 52.50 58.75 56.25 87.50 50.00 65.00 50.00 67.50 76.25
## [1031] 67.50 66.25 68.75 67.50 78.75 68.75 77.50 50.00 72.50 85.00
## [1041] 53.75 80.00 58.75 61.25 70.00 61.25 81.25 97.50 90.00 65.00
## [1051] 56.25 68.75 92.50 65.00 70.00 76.25 83.75 63.75 82.50 71.25
## [1061] 73.75 86.25 76.25 71.25 80.00 85.00 71.25 71.25 61.25 85.00
## [1071] 80.00 98.75 81.25 96.25 100.00 93.75 97.50 96.25 97.50 90.00
## [1081] 98.75 97.50 97.50 97.50 96.25 98.75 100.00 97.50 98.75 86.25
## [1091] 97.50 88.75 70.00 88.75 65.00 61.25 61.25 66.25 62.00 91.25
## [1101] 75.00 62.50 72.50 100.00 73.75 60.00 75.00 72.50 70.00 80.00
## [1111] 60.00 75.00 68.79 78.75 67.50 95.00 61.25 97.50 72.50 90.00
## [1121] 98.75 97.50 75.00 71.25 80.00 96.25 90.00 95.00 83.75 96.25
## [1131] 93.75 90.00 68.75 90.00 71.25 80.00 97.50 60.00 86.25 73.75
## [1141] 95.00 82.50 71.25 78.75 86.25 88.75 98.75 62.50 66.25 72.50
## [1151] 60.00 70.00 87.50 97.50 92.50 65.00 97.50 96.25 81.25 96.25
## [1161] 78.75 86.25 82.50 97.50 96.25 92.50 60.00 91.25 76.25 76.25
## [1171] 93.75 81.25 90.00 86.25 92.50 73.75 77.50 65.00 60.00 78.75
## [1181] 81.25 83.75 81.25 93.75 73.75 80.00 76.25 90.00 82.50 83.75
## [1191] 68.75 86.25 56.25 91.25 63.75 87.50 78.75 80.00 70.00 66.25
## [1201] 77.50 56.25 67.50 77.50 80.00 45.00 71.25 35.00 73.75 96.25
## [1211] 38.75 43.75 70.00 52.50 70.00 78.75 76.25 78.75 72.50 71.25
## [1221] 95.00 98.75 75.00 85.00 87.50 81.25 82.50 62.50 70.00 68.75
## [1231] 80.00 58.75 65.00 68.75 77.50 75.00 78.75 62.50 80.00 70.00
## [1241] 56.25 86.25 55.00 60.00 73.75 85.00 81.25 52.50 61.25 63.75
## [1251] 70.00 52.50 65.00 90.00 82.50 62.50 70.00 63.75 70.00 77.50
## [1261] 62.50 58.75 71.25 57.50 61.25 80.00 63.75 67.50 52.50 70.00
## [1271] 70.00 52.50 58.75 70.00 52.50 88.75 53.75 53.75 55.00 50.00
## [1281] 61.25 77.50 80.00 51.25 83.75 90.00 88.75 73.75 75.00 91.25
## [1291] 65.00 56.25 60.00 57.50 62.50 67.50 57.50 61.25 62.50 82.50
## [1301] 65.00 83.75 90.00 62.50 67.50 90.00 82.50 85.00 70.00 70.00
## [1311] 65.00 88.75 78.75 93.75 80.00 67.50 62.50 90.00 91.25 80.00
## [1321] 100.00 71.25 92.50 93.75 81.25 78.75 95.00 97.50 98.75 93.75
## [1331] 96.25 96.25 93.75 96.25 96.25 95.00 98.75 98.75 97.50 98.75
## [1341] 98.75 98.75 95.00 100.00 98.75 96.25 100.00 98.75 95.00 95.00
## [1351] 97.50 96.25 95.00 98.75 90.00 96.25 81.25 86.25 73.75 78.75
## [1361] 61.25 63.75 61.25 71.25 60.00 65.00 NA 73.75 65.00 61.25
## [1371] 60.00 95.00 80.00 92.50 86.25 86.25 77.50 88.75 62.50 92.50
## [1381] 75.00 87.50 92.50 91.25 77.50 78.75 77.50 NA 93.75 61.25
## [1391] 97.50 88.75 91.25 66.25 80.00 91.25 82.50 70.00 NA 91.25
## [1401] 68.75 97.50 85.00 82.50 70.00 65.00 82.50 73.75 96.25 87.50
## [1411] 90.00 96.25 92.50 93.75 77.50 71.25 81.25 67.50 86.25 83.75
## [1421] 100.00 72.50 97.50 NA 96.25 87.50 82.50 92.50 92.50 71.25
## [1431] 82.50 73.75 100.00 72.50 67.50 71.25 97.50 55.00 67.50 93.75
## [1441] 87.50 71.25 85.00 86.25 51.25 85.00 73.75 61.25 73.75 75.00
## [1451] 91.25 45.00 92.50 67.50 90.00 92.50 47.50 81.25 96.25 60.00
## [1461] 82.50 82.50 78.75 75.00 62.50 62.50 83.75 78.75 61.25 67.50
## [1471] 66.25 62.25 62.50 75.00 98.75 85.00 67.50 80.00 92.50 91.25
## [1481] NA 68.75 88.75 57.50 58.75 63.75 62.50 58.00 91.25 52.50
## [1491] 51.25 72.50 57.50 62.50 63.75 57.50 NA 70.00 66.25 92.50
## [1501] 81.25 66.25 78.75 70.00 67.50 67.50 75.00 60.00 72.50 58.75
## [1511] NA 80.00 66.25 63.75 57.50 71.25 53.75 55.00 82.50 58.75
## [1521] 53.75 52.50 83.75 50.00 67.50 NA 72.50 60.00 50.00 58.50
## [1531] 62.50 76.25 NA 61.25 80.00 50.00 55.00 52.50 61.25 NA
## [1541] 71.25 60.00 63.75 61.25 70.00 71.25 78.75 62.50 68.75 95.00
## [1551] 82.50 70.00 77.50 71.25 62.50 51.25 51.25 82.50 56.25 NA
## [1561] 65.00 86.25 77.50 61.25 63.75 68.75 91.25 70.00 73.75 71.25
## [1571] 82.50 86.25 71.25 83.75 67.50 68.75 50.00 63.75 68.75 77.50
## [1581] 81.25 80.00 61.25 50.00 81.25 58.75 88.75 87.50 88.75 93.75
## [1591] 80.00 81.25 92.50 97.50 100.00 97.50 97.50 96.25 100.00 97.50
## [1601] 100.00 97.50 100.00 98.75 98.75 98.75 96.25 95.00 92.50 90.00
## [1611] 97.50 NA 97.50 95.00 86.25 97.50 90.00 92.50 91.25 92.50
## [1621] 92.50 97.50 86.25 72.50 66.25 75.00 68.75 60.00 61.25 75.00
## [1631] 86.25 63.75 60.00 65.00 61.25 73.75 66.25 61.25 63.75 60.00
## [1641] 78.75 86.25 73.75 60.00 90.00 66.25 80.00 76.25 81.25 75.00
## [1651] 65.00 70.00 97.50 90.00 68.75 82.50 63.75 75.00 61.25 67.50
## [1661] 91.25 77.50 87.50 73.75 60.00 88.75 70.00 76.25 77.50 63.75
## [1671] 70.00 70.00 71.25 81.25 76.25 80.00 86.25 88.75 83.75 75.00
## [1681] 75.00 60.00 60.00 89.75 78.75 67.50 98.75 51.25 81.25 72.50
## [1691] 86.25 87.50 87.50 61.25 87.50 60.00 75.00 70.00 63.75 60.00
## [1701] 75.00 91.25 61.25 67.50 63.75 60.00 73.75 75.00 88.75 65.00
## [1711] 82.50 71.25 66.25 62.50 56.25 85.00 67.50 78.75 70.00 87.00
## [1721] 73.75 65.00 53.70 86.25 77.50 65.00 51.25 67.50 71.25 58.75
## [1731] 71.25 50.00 63.75 56.25 85.00 71.25 53.75 66.25 61.25 85.00
## [1741] 52.50 87.50 75.00 67.50 57.50 63.75 63.75 52.50 67.50 53.75
## [1751] 81.25 56.25 50.00 81.25 67.50 62.50 68.75 77.50 51.25 50.00
## [1761] 67.50 63.75 85.00 61.25 70.00 90.00 91.25 67.50 97.50 63.75
## [1771] 93.75 78.75 77.50 75.00 76.25 62.50 61.25 50.00 50.00 51.25
## [1781] 53.75 52.50 80.00 60.00 83.75 91.25 76.25 81.25 70.00 91.25
## [1791] 87.50 72.50 83.75 68.75 83.75 71.25 85.00 60.00 80.00 71.25
## [1801] 30.00 26.25 0.00 71.25 60.00 62.50 85.00 78.75 90.00 60.00
## [1811] 65.00 70.00 87.50 78.75 73.75 96.25 80.00 96.25 100.00 98.75
## [1821] 100.00 93.75 100.00 97.50 91.25 96.25 98.75 95.00 98.75 95.00
## [1831] 97.50 97.50 98.75 93.75 97.50 92.50 92.50 98.75 93.75 87.50
## [1841] 91.25 93.75 93.75 97.50 97.50 86.25 87.50 85.00 97.50 97.50
## [1851] 95.00 98.75 98.75 90.00 98.75 92.50 98.75 71.25 65.00 68.75
## [1861] 70.00 83.75 70.00 61.25 70.00 97.50 70.00 90.00 93.75 85.00
## [1871] 60.00 92.50 87.50 93.75 72.50 90.00 86.25 87.50 81.25 88.75
## [1881] 77.50 80.00 80.00 83.75 86.25 71.25 75.00 90.00 66.25 77.50
## [1891] 77.50 65.00 75.00 91.25 93.75 40.00 65.00 22.50 73.75 33.75
## [1901] 27.50 81.25 51.25 76.25 51.25 70.00 52.50 53.75 55.00 90.00
## [1911] 87.50 55.00 77.50 31.25 45.00 92.50 92.50 93.75 75.00 87.50
## [1921] 76.25 62.50 85.00 65.00 77.50 86.25 87.50 67.50 68.75 62.50
## [1931] 81.25 55.00 91.25 60.00 58.00 67.50 62.50 58.75 67.50 70.00
## [1941] 62.50 52.50 62.50 55.00 61.25 70.00 67.50 50.00 76.25 50.00
## [1951] 52.50 68.75 71.25 93.75 52.50 62.50 71.25 75.00 83.75 72.50
## [1961] 75.00 61.25 81.25 73.75 62.50 95.00 65.00 60.00 67.50 71.25
## [1971] 75.00 85.00 61.25 70.00 65.00 67.50 57.50 83.75 75.00 60.00
## [1981] 63.75 70.00 65.00 65.00 95.00 91.25 96.25 97.50 98.75 90.00
## [1991] 100.00 93.75 98.75 98.75 91.25 96.25 93.75 97.50 98.75 97.50
## [2001] 96.25 96.25 98.75 100.00 96.25 96.25 93.75 90.00 93.75 86.25
## [2011] 100.00 92.50 92.50 97.50 88.75 91.25 91.25 85.00 90.00 93.75
## [2021] 87.50 71.25 61.25 87.50 71.25 62.50 65.00 87.50
Kayıtlı_DIL %>% group_by(YIL) %>% summarize(DIL= mean(Dil_Puan,na.rm=TRUE))
## # A tibble: 9 × 2
## YIL DIL
## <chr> <dbl>
## 1 2014-2015 57.0
## 2 2015-2016 76.5
## 3 2016-2017 73.8
## 4 2017-2018 71.0
## 5 2018-2019 74.1
## 6 2019-2020 76.7
## 7 2020-2021 76.7
## 8 2021-2022 74.4
## 9 2022-2023 75.1